{"id":"W4310225330","doi":"10.1192/bjo.2022.612","title":"New opioid use and risk of opioid-related adverse events among adults with intellectual and developmental disabilities in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Hospital; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; University of Toronto; St. Michael's Hospital","funders":"Leslie Dan Faculty of Pharmacy, University of Toronto; Department of Medicine, University of Toronto; University of Toronto; Ontario Ministry of Health and Long-Term Care; Sunnybrook Research Institute; Canadian Institutes of Health Research; Department of Psychiatry, University of Toronto","keywords":"Opioid; Medicine; Psychiatry; Adverse effect; Psychology; Intellectual disability; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006626573,0.0002686285,0.0004046107,0.0009745173,0.002177479,0.0008551527,0.0009974673,0.0003482507,0.002106498],"category_scores_gemma":[0.002595844,0.0003299189,0.0008749578,0.002410759,0.000625016,0.0003551058,0.0008128502,0.0005752115,0.0001168275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03035378,"about_ca_system_score_gemma":0.04452693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941572,"about_ca_topic_score_gemma":0.9964999,"domain_scores_codex":[0.9990688,0.00006172423,0.00007814187,0.0001408131,0.0003386886,0.0003119058],"domain_scores_gemma":[0.9971153,0.0001296085,0.001009325,0.0001015269,0.001019673,0.0006246362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004088544,0.00001634673,0.9974719,0.00002613318,0.00004242979,0.00004823853,0.0002025467,0.00006982167,0.00004112119,0.00005297037,0.0006116969,0.001376025],"study_design_scores_gemma":[0.00001403205,0.00001850184,0.9985172,0.00004162914,0.000028501,0.00005799948,0.0003915837,0.0002413699,0.00002483707,0.00002411438,0.0006335265,0.000006687133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891958,0.001153144,0.0002227778,0.0007250432,0.00002723473,0.0001133723,0.005949832,0.00001210593,0.002600665],"genre_scores_gemma":[0.9968331,0.0006263066,0.0001788511,0.0001642707,0.000009904616,0.00003144563,0.001438794,0.00000341294,0.0007139997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03035378,"threshold_uncertainty_score":0.2202331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273140293840066,"score_gpt":0.2642223076186725,"score_spread":0.236908278234666,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}